Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 57521 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 8 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 13.9 MiB |
| Average record size in memory | 252.7 B |
Variable types
| Text | 8 |
|---|---|
| DateTime | 1 |
| Categorical | 9 |
| Numeric | 8 |
Start Date has constant value "" | Constant |
| Dataset has 8 (< 0.1%) duplicate rows | Duplicates |
Education is highly overall correlated with Experience_encoded | High correlation |
Education_Encoded is highly overall correlated with Experience_encoded | High correlation |
Experience is highly overall correlated with Experience_encoded | High correlation |
Experience_encoded is highly overall correlated with Education and 2 other fields | High correlation |
Work_hours is highly overall correlated with Work_hours_measure | High correlation |
Work_hours_measure is highly overall correlated with Work_hours | High correlation |
Employment Type is highly imbalanced (53.4%) | Imbalance |
Languages is highly imbalanced (83.6%) | Imbalance |
Work_hours_measure is highly imbalanced (95.6%) | Imbalance |
Salary_measure is highly imbalanced (77.0%) | Imbalance |
Vacancies is highly skewed (γ1 = 21.67653106) | Skewed |
Work_hours is highly skewed (γ1 = 31.85633126) | Skewed |
Derived_Monthly_Salary is highly skewed (γ1 = 46.05960324) | Skewed |
Experience_encoded has 17549 (30.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-16 23:08:09.781410 |
|---|---|
| Analysis finished | 2024-04-16 23:09:59.632055 |
| Duration | 1 minute and 49.85 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
Title
Text
| Distinct | 6354 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 124 |
|---|---|
| Median length | 98 |
| Mean length | 20.680378 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1189556 |
|---|---|
| Distinct characters | 82 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 2916 ? |
|---|---|
| Unique (%) | 5.1% |
Sample
| 1st row | cabinetmaker |
|---|---|
| 2nd row | restoration carpenter |
| 3rd row | painter |
| 4th row | store manager - retail |
| 5th row | administrative assistant |
| Value | Count | Frequency (%) |
| supervisor | 6386 | 4.3% |
| food | 5384 | 3.6% |
| 5179 | 3.5% | |
| assistant | 4324 | 2.9% |
| service | 4140 | 2.8% |
| manager | 3547 | 2.4% |
| cook | 3526 | 2.4% |
| administrative | 2982 | 2.0% |
| helper | 2485 | 1.7% |
| retail | 2302 | 1.5% |
| Other values (2784) | 108636 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 131085 | |
| r | 108951 | 9.2% |
| a | 92389 | 7.8% |
| 91469 | 7.7% | |
| i | 90804 | 7.6% |
| t | 84597 | 7.1% |
| s | 78541 | 6.6% |
| o | 78065 | 6.6% |
| n | 73533 | 6.2% |
| c | 61800 | 5.2% |
| Other values (72) | 298322 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1076564 | |
| Space Separator | 91473 | 7.7% |
| Dash Punctuation | 6738 | 0.6% |
| Other Punctuation | 5876 | 0.5% |
| Uppercase Letter | 5489 | 0.5% |
| Close Punctuation | 1659 | 0.1% |
| Open Punctuation | 1659 | 0.1% |
| Decimal Number | 98 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 131085 | |
| r | 108951 | |
| a | 92389 | 8.6% |
| i | 90804 | 8.4% |
| t | 84597 | 7.9% |
| s | 78541 | 7.3% |
| o | 78065 | 7.3% |
| n | 73533 | 6.8% |
| c | 61800 | 5.7% |
| l | 37248 | 3.5% |
| Other values (20) | 239551 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1093 | |
| C | 1005 | |
| N | 409 | 7.5% |
| R | 388 | 7.1% |
| T | 352 | 6.4% |
| A | 281 | 5.1% |
| P | 233 | 4.2% |
| W | 212 | 3.9% |
| O | 198 | 3.6% |
| I | 190 | 3.5% |
| Other values (15) | 1128 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4516 | |
| . | 616 | 10.5% |
| / | 523 | 8.9% |
| ' | 177 | 3.0% |
| " | 14 | 0.2% |
| & | 10 | 0.2% |
| # | 9 | 0.2% |
| : | 6 | 0.1% |
| ! | 3 | 0.1% |
| * | 2 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0 | 15 | |
| 2 | 15 | |
| 3 | 15 | |
| 4 | 6 | 6.1% |
| 5 | 6 | 6.1% |
| 6 | 6 | 6.1% |
| 8 | 5 | 5.1% |
| 9 | 4 | 4.1% |
| 7 | 3 | 3.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6685 | |
| – | 49 | 0.7% |
| — | 4 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 91469 | ||
| Â | 4 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1659 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1082053 | |
| Common | 107503 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 131085 | |
| r | 108951 | |
| a | 92389 | 8.5% |
| i | 90804 | 8.4% |
| t | 84597 | 7.8% |
| s | 78541 | 7.3% |
| o | 78065 | 7.2% |
| n | 73533 | 6.8% |
| c | 61800 | 5.7% |
| l | 37248 | 3.4% |
| Other values (45) | 245040 |
Common
| Value | Count | Frequency (%) |
| 91469 | ||
| - | 6685 | 6.2% |
| , | 4516 | 4.2% |
| ) | 1659 | 1.5% |
| ( | 1659 | 1.5% |
| . | 616 | 0.6% |
| / | 523 | 0.5% |
| ' | 177 | 0.2% |
| – | 49 | < 0.1% |
| 1 | 23 | < 0.1% |
| Other values (17) | 127 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1189450 | |
| Punctuation | 53 | < 0.1% |
| None | 53 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 131085 | |
| r | 108951 | 9.2% |
| a | 92389 | 7.8% |
| 91469 | 7.7% | |
| i | 90804 | 7.6% |
| t | 84597 | 7.1% |
| s | 78541 | 6.6% |
| o | 78065 | 6.6% |
| n | 73533 | 6.2% |
| c | 61800 | 5.2% |
| Other values (65) | 298216 |
Punctuation
| Value | Count | Frequency (%) |
| – | 49 | |
| — | 4 | 7.5% |
None
| Value | Count | Frequency (%) |
| é | 44 | |
| Â | 4 | 7.5% |
| â | 3 | 5.7% |
| ô | 1 | 1.9% |
| î | 1 | 1.9% |
Date Posted
Date
| Distinct | 117 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Minimum | 2023-11-30 00:00:00 |
|---|---|
| Maximum | 2024-03-31 00:00:00 |
Employer
Text
| Distinct | 33158 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 156 |
|---|---|
| Median length | 106 |
| Mean length | 23.466682 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1349827 |
|---|---|
| Distinct characters | 121 |
| Distinct categories | 14 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 23530 ? |
|---|---|
| Unique (%) | 40.9% |
Sample
| 1st row | Sympro Mfg Inc. |
|---|---|
| 2nd row | Supra Restoration Services LTD |
| 3rd row | Majestic Renovations |
| 4th row | professional book fairs |
| 5th row | URBAN DECOR FURNISHINGS |
| Value | Count | Frequency (%) |
| inc | 14003 | 6.8% |
| ltd | 12413 | 6.1% |
| 4722 | 2.3% | |
| de | 3749 | 1.8% |
| services | 2728 | 1.3% |
| canada | 1962 | 1.0% |
| and | 1916 | 0.9% |
| centre | 1566 | 0.8% |
| alberta | 1471 | 0.7% |
| la | 1349 | 0.7% |
| Other values (27293) | 158555 |
Most occurring characters
| Value | Count | Frequency (%) |
| 148305 | 11.0% | |
| e | 81403 | 6.0% |
| a | 72468 | 5.4% |
| n | 68469 | 5.1% |
| i | 61495 | 4.6% |
| t | 60984 | 4.5% |
| r | 58089 | 4.3% |
| o | 55310 | 4.1% |
| s | 43778 | 3.2% |
| I | 34702 | 2.6% |
| Other values (111) | 664824 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 731205 | |
| Uppercase Letter | 396121 | |
| Space Separator | 148323 | 11.0% |
| Decimal Number | 37857 | 2.8% |
| Other Punctuation | 29113 | 2.2% |
| Dash Punctuation | 5091 | 0.4% |
| Open Punctuation | 913 | 0.1% |
| Close Punctuation | 911 | 0.1% |
| Math Symbol | 164 | < 0.1% |
| Final Punctuation | 113 | < 0.1% |
| Other values (4) | 16 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 81403 | |
| a | 72468 | |
| n | 68469 | |
| i | 61495 | 8.4% |
| t | 60984 | 8.3% |
| r | 58089 | 7.9% |
| o | 55310 | 7.6% |
| s | 43778 | 6.0% |
| l | 34085 | 4.7% |
| c | 32737 | 4.5% |
| Other values (34) | 162387 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 34702 | 8.8% |
| C | 33543 | 8.5% |
| S | 31401 | 7.9% |
| E | 30221 | 7.6% |
| A | 28818 | 7.3% |
| L | 28446 | 7.2% |
| T | 27425 | 6.9% |
| N | 23800 | 6.0% |
| R | 23240 | 5.9% |
| D | 16861 | 4.3% |
| Other values (25) | 117664 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20669 | |
| & | 3902 | 13.4% |
| ' | 2853 | 9.8% |
| / | 780 | 2.7% |
| , | 607 | 2.1% |
| # | 103 | 0.4% |
| ? | 103 | 0.4% |
| ! | 30 | 0.1% |
| ; | 19 | 0.1% |
| : | 19 | 0.1% |
| Other values (4) | 28 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5668 | |
| 2 | 5309 | |
| 0 | 4591 | |
| 9 | 3629 | |
| 3 | 3516 | |
| 4 | 3165 | |
| 5 | 3103 | |
| 6 | 3024 | |
| 8 | 2986 | |
| 7 | 2866 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5089 | |
| – | 1 | < 0.1% |
| — | 1 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 109 | |
| | | 53 | |
| > | 2 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 148305 | ||
| Â | 18 | < 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 912 | |
| [ | 1 | 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 910 | |
| ] | 1 | 0.1% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1 | |
| “ | 1 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 113 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 10 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 3 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1127326 | |
| Common | 222501 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 81403 | 7.2% |
| a | 72468 | 6.4% |
| n | 68469 | 6.1% |
| i | 61495 | 5.5% |
| t | 60984 | 5.4% |
| r | 58089 | 5.2% |
| o | 55310 | 4.9% |
| s | 43778 | 3.9% |
| I | 34702 | 3.1% |
| l | 34085 | 3.0% |
| Other values (69) | 556543 |
Common
| Value | Count | Frequency (%) |
| 148305 | ||
| . | 20669 | 9.3% |
| 1 | 5668 | 2.5% |
| 2 | 5309 | 2.4% |
| - | 5089 | 2.3% |
| 0 | 4591 | 2.1% |
| & | 3902 | 1.8% |
| 9 | 3629 | 1.6% |
| 3 | 3516 | 1.6% |
| 4 | 3165 | 1.4% |
| Other values (32) | 18658 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1344262 | |
| None | 5448 | 0.4% |
| Punctuation | 117 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 148305 | 11.0% | |
| e | 81403 | 6.1% |
| a | 72468 | 5.4% |
| n | 68469 | 5.1% |
| i | 61495 | 4.6% |
| t | 60984 | 4.5% |
| r | 58089 | 4.3% |
| o | 55310 | 4.1% |
| s | 43778 | 3.3% |
| I | 34702 | 2.6% |
| Other values (77) | 659259 |
None
| Value | Count | Frequency (%) |
| é | 3103 | |
| É | 1444 | |
| è | 459 | 8.4% |
| ô | 106 | 1.9% |
| ê | 83 | 1.5% |
| ÃŽ | 58 | 1.1% |
| È | 48 | 0.9% |
| Ã | 21 | 0.4% |
| Ê | 19 | 0.3% |
| Â | 18 | 0.3% |
| Other values (19) | 89 | 1.6% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 113 | |
| – | 1 | 0.9% |
| ‘ | 1 | 0.9% |
| “ | 1 | 0.9% |
| — | 1 | 0.9% |
Location
Text
| Distinct | 2715 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 62 |
|---|---|
| Median length | 53 |
| Mean length | 13.018793 |
| Min length | 7 |
Characters and Unicode
| Total characters | 748854 |
|---|---|
| Distinct characters | 81 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 923 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | Mississauga, ON |
|---|---|
| 2nd row | Bradford, ON |
| 3rd row | Bradford, ON |
| 4th row | Toronto, ON |
| 5th row | Brampton, ON |
| Value | Count | Frequency (%) |
| on | 14849 | 12.0% |
| ab | 11718 | 9.5% |
| bc | 10988 | 8.9% |
| qc | 10791 | 8.7% |
| edmonton | 4045 | 3.3% |
| calgary | 3489 | 2.8% |
| surrey | 2598 | 2.1% |
| sk | 2437 | 2.0% |
| mb | 2382 | 1.9% |
| vancouver | 1718 | 1.4% |
| Other values (2807) | 58966 |
Most occurring characters
| Value | Count | Frequency (%) |
| 66464 | 8.9% | |
| , | 57868 | 7.7% |
| a | 46173 | 6.2% |
| o | 44756 | 6.0% |
| r | 40546 | 5.4% |
| n | 40422 | 5.4% |
| e | 37073 | 5.0% |
| B | 31528 | 4.2% |
| i | 30489 | 4.1% |
| t | 29801 | 4.0% |
| Other values (71) | 323734 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 429124 | |
| Uppercase Letter | 186795 | |
| Space Separator | 66464 | 8.9% |
| Other Punctuation | 59491 | 7.9% |
| Dash Punctuation | 6319 | 0.8% |
| Decimal Number | 661 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 46173 | |
| o | 44756 | |
| r | 40546 | 9.4% |
| n | 40422 | 9.4% |
| e | 37073 | 8.6% |
| i | 30489 | 7.1% |
| t | 29801 | 6.9% |
| l | 21537 | 5.0% |
| s | 18171 | 4.2% |
| u | 16727 | 3.9% |
| Other values (25) | 103429 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 31528 | |
| C | 29132 | |
| N | 21129 | |
| O | 16408 | |
| S | 13973 | |
| A | 13935 | |
| Q | 11997 | 6.4% |
| M | 8538 | 4.6% |
| E | 5431 | 2.9% |
| L | 4695 | 2.5% |
| Other values (18) | 30029 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 126 | |
| 0 | 94 | |
| 2 | 78 | |
| 4 | 72 | |
| 3 | 63 | |
| 5 | 59 | |
| 9 | 45 | 6.8% |
| 7 | 45 | 6.8% |
| 6 | 42 | 6.4% |
| 8 | 37 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 57868 | |
| . | 869 | 1.5% |
| ' | 747 | 1.3% |
| & | 3 | < 0.1% |
| / | 2 | < 0.1% |
| # | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 66464 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6319 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 615919 | |
| Common | 132935 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 46173 | 7.5% |
| o | 44756 | 7.3% |
| r | 40546 | 6.6% |
| n | 40422 | 6.6% |
| e | 37073 | 6.0% |
| B | 31528 | 5.1% |
| i | 30489 | 5.0% |
| t | 29801 | 4.8% |
| C | 29132 | 4.7% |
| l | 21537 | 3.5% |
| Other values (53) | 264462 |
Common
| Value | Count | Frequency (%) |
| 66464 | ||
| , | 57868 | |
| - | 6319 | 4.8% |
| . | 869 | 0.7% |
| ' | 747 | 0.6% |
| 1 | 126 | 0.1% |
| 0 | 94 | 0.1% |
| 2 | 78 | 0.1% |
| 4 | 72 | 0.1% |
| 3 | 63 | < 0.1% |
| Other values (8) | 235 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 745044 | |
| None | 3810 | 0.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 66464 | 8.9% | |
| , | 57868 | 7.8% |
| a | 46173 | 6.2% |
| o | 44756 | 6.0% |
| r | 40546 | 5.4% |
| n | 40422 | 5.4% |
| e | 37073 | 5.0% |
| B | 31528 | 4.2% |
| i | 30489 | 4.1% |
| t | 29801 | 4.0% |
| Other values (60) | 319924 |
None
| Value | Count | Frequency (%) |
| é | 3056 | |
| è | 472 | 12.4% |
| ô | 82 | 2.2% |
| ÃŽ | 81 | 2.1% |
| â | 42 | 1.1% |
| É | 37 | 1.0% |
| ç | 13 | 0.3% |
| ê | 12 | 0.3% |
| Ã | 8 | 0.2% |
| î | 4 | 0.1% |
Salary
Text
| Distinct | 4012 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 18 |
|---|---|
| Median length | 10 |
| Mean length | 10.142278 |
| Min length | 7 |
Characters and Unicode
| Total characters | 583394 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2021 ? |
|---|---|
| Unique (%) | 3.5% |
Sample
| 1st row | 27.00 HOUR |
|---|---|
| 2nd row | 30.00 HOUR |
| 3rd row | 30.00 HOUR |
| 4th row | 44.00 HOUR |
| 5th row | 25.50 HOUR |
| Value | Count | Frequency (%) |
| hour | 51277 | |
| year | 5294 | 4.6% |
| 18.00 | 3234 | 2.8% |
| 20.00 | 2971 | 2.6% |
| 17.00 | 2704 | 2.4% |
| 25.00 | 2008 | 1.7% |
| 19.00 | 1451 | 1.3% |
| 22.00 | 1400 | 1.2% |
| 15.00 | 1311 | 1.1% |
| 27.00 | 1310 | 1.1% |
| Other values (3848) | 42082 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 88982 | |
| 57521 | ||
| R | 56571 | |
| . | 51995 | |
| H | 51438 | |
| O | 51438 | |
| U | 51277 | |
| 2 | 31485 | 5.4% |
| 5 | 26921 | 4.6% |
| 1 | 26071 | 4.5% |
| Other values (19) | 89695 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 236264 | |
| Uppercase Letter | 232028 | |
| Other Punctuation | 57581 | 9.9% |
| Space Separator | 57521 | 9.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51438 | |
| O | 51438 | |
| U | 51277 | |
| E | 6702 | 2.9% |
| Y | 6083 | 2.6% |
| A | 5379 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 88982 | |
| 2 | 31485 | 13.3% |
| 5 | 26921 | 11.4% |
| 1 | 26071 | 11.0% |
| 7 | 13140 | 5.6% |
| 8 | 12562 | 5.3% |
| 3 | 11419 | 4.8% |
| 6 | 10956 | 4.6% |
| 4 | 8445 | 3.6% |
| 9 | 6283 | 2.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 51995 | |
| , | 5586 | 9.7% |
Space Separator
| Value | Count | Frequency (%) |
| 57521 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 351366 | |
| Latin | 232028 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51438 | |
| O | 51438 | |
| U | 51277 | |
| E | 6702 | 2.9% |
| Y | 6083 | 2.6% |
| A | 5379 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Common
| Value | Count | Frequency (%) |
| 0 | 88982 | |
| 57521 | ||
| . | 51995 | |
| 2 | 31485 | 9.0% |
| 5 | 26921 | 7.7% |
| 1 | 26071 | 7.4% |
| 7 | 13140 | 3.7% |
| 8 | 12562 | 3.6% |
| 3 | 11419 | 3.2% |
| 6 | 10956 | 3.1% |
| Other values (3) | 20314 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 583394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 88982 | |
| 57521 | ||
| R | 56571 | |
| . | 51995 | |
| H | 51438 | |
| O | 51438 | |
| U | 51277 | |
| 2 | 31485 | 5.4% |
| 5 | 26921 | 4.6% |
| 1 | 26071 | 4.5% |
| Other values (19) | 89695 |
Employment Type
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Permanent Full Time | |
|---|---|
| Part Time | 3693 |
| Full time | 3496 |
| Term or contract | 2289 |
| Seasonal | 1764 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.198762 |
| Min length | 8 |
Characters and Unicode
| Total characters | 989290 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Permanent Full Time |
|---|---|
| 2nd row | Term or contract |
| 3rd row | Permanent Full Time |
| 4th row | Permanent Full Time |
| 5th row | Permanent Full Time |
Common Values
| Value | Count | Frequency (%) |
| Permanent Full Time | 45371 | |
| Part Time | 3693 | 6.4% |
| Full time | 3496 | 6.1% |
| Term or contract | 2289 | 4.0% |
| Seasonal | 1764 | 3.1% |
| Not available | 908 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| time | 52560 | |
| full | 48867 | |
| permanent | 45371 | |
| part | 3693 | 2.3% |
| term | 2289 | 1.4% |
| or | 2289 | 1.4% |
| contract | 2289 | 1.4% |
| seasonal | 1764 | 1.1% |
| not | 908 | 0.6% |
| available | 908 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 148263 | |
| 103417 | ||
| l | 101314 | |
| m | 100220 | |
| n | 94795 | |
| t | 58046 | 5.9% |
| a | 57605 | 5.8% |
| r | 55931 | 5.7% |
| i | 53468 | 5.4% |
| T | 51353 | 5.2% |
| Other values (10) | 164878 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 733917 | |
| Uppercase Letter | 151956 | 15.4% |
| Space Separator | 103417 | 10.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 148263 | |
| l | 101314 | |
| m | 100220 | |
| n | 94795 | |
| t | 58046 | 7.9% |
| a | 57605 | 7.8% |
| r | 55931 | 7.6% |
| i | 53468 | 7.3% |
| u | 48867 | 6.7% |
| o | 7250 | 1.0% |
| Other values (4) | 8158 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 51353 | |
| P | 49064 | |
| F | 48867 | |
| S | 1764 | 1.2% |
| N | 908 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 103417 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 885873 | |
| Common | 103417 | 10.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 148263 | |
| l | 101314 | |
| m | 100220 | |
| n | 94795 | |
| t | 58046 | 6.6% |
| a | 57605 | 6.5% |
| r | 55931 | 6.3% |
| i | 53468 | 6.0% |
| T | 51353 | 5.8% |
| P | 49064 | 5.5% |
| Other values (9) | 115814 |
Common
| Value | Count | Frequency (%) |
| 103417 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 989290 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 148263 | |
| 103417 | ||
| l | 101314 | |
| m | 100220 | |
| n | 94795 | |
| t | 58046 | 5.9% |
| a | 57605 | 5.8% |
| r | 55931 | 5.7% |
| i | 53468 | 5.4% |
| T | 51353 | 5.2% |
| Other values (10) | 164878 |
Start Date
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Starts as soon as possible |
|---|
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Characters and Unicode
| Total characters | 1495546 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Starts as soon as possible |
|---|---|
| 2nd row | Starts as soon as possible |
| 3rd row | Starts as soon as possible |
| 4th row | Starts as soon as possible |
| 5th row | Starts as soon as possible |
Common Values
| Value | Count | Frequency (%) |
| Starts as soon as possible | 57521 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| as | 115042 | |
| starts | 57521 | |
| soon | 57521 | |
| possible | 57521 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 345126 | |
| 230084 | ||
| a | 172563 | |
| o | 172563 | |
| t | 115042 | 7.7% |
| S | 57521 | 3.8% |
| r | 57521 | 3.8% |
| n | 57521 | 3.8% |
| p | 57521 | 3.8% |
| i | 57521 | 3.8% |
| Other values (3) | 172563 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1207941 | |
| Space Separator | 230084 | 15.4% |
| Uppercase Letter | 57521 | 3.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 345126 | |
| a | 172563 | |
| o | 172563 | |
| t | 115042 | 9.5% |
| r | 57521 | 4.8% |
| n | 57521 | 4.8% |
| p | 57521 | 4.8% |
| i | 57521 | 4.8% |
| b | 57521 | 4.8% |
| l | 57521 | 4.8% |
Space Separator
| Value | Count | Frequency (%) |
| 230084 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 57521 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1265462 | |
| Common | 230084 | 15.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 345126 | |
| a | 172563 | |
| o | 172563 | |
| t | 115042 | 9.1% |
| S | 57521 | 4.5% |
| r | 57521 | 4.5% |
| n | 57521 | 4.5% |
| p | 57521 | 4.5% |
| i | 57521 | 4.5% |
| b | 57521 | 4.5% |
| Other values (2) | 115042 | 9.1% |
Common
| Value | Count | Frequency (%) |
| 230084 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1495546 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 345126 | |
| 230084 | ||
| a | 172563 | |
| o | 172563 | |
| t | 115042 | 7.7% |
| S | 57521 | 3.8% |
| r | 57521 | 3.8% |
| n | 57521 | 3.8% |
| p | 57521 | 3.8% |
| i | 57521 | 3.8% |
| Other values (3) | 172563 |
Vacancies
Real number (ℝ)
SKEWED 
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9760285 |
| Minimum | 1 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 300 |
| Range | 299 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.5647217 |
|---|---|
| Coefficient of variation (CV) | 1.8039829 |
| Kurtosis | 1079.7274 |
| Mean | 1.9760285 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.676531 |
| Sum | 113663.14 |
| Variance | 12.70724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 36428 | |
| 2 | 11668 | 20.3% |
| 3 | 3089 | 5.4% |
| 4 | 1763 | 3.1% |
| 5 | 1464 | 2.5% |
| 1.976028547 | 912 | 1.6% |
| 10 | 677 | 1.2% |
| 6 | 508 | 0.9% |
| 8 | 216 | 0.4% |
| 7 | 139 | 0.2% |
| Other values (39) | 657 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 36428 | |
| 1.976028547 | 912 | 1.6% |
| 2 | 11668 | 20.3% |
| 3 | 3089 | 5.4% |
| 4 | 1763 | 3.1% |
| 5 | 1464 | 2.5% |
| 6 | 508 | 0.9% |
| 7 | 139 | 0.2% |
| 8 | 216 | 0.4% |
| 9 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 300 | 1 | < 0.1% |
| 100 | 12 | |
| 96 | 2 | < 0.1% |
| 90 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 80 | 4 | < 0.1% |
| 75 | 4 | < 0.1% |
| 72 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 60 | 23 |
Languages
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| English | |
|---|---|
| English or French | 1196 |
| French | 1007 |
| Bilingual | 369 |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.2032475 |
| Min length | 6 |
Characters and Unicode
| Total characters | 414338 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | English |
|---|---|
| 2nd row | English |
| 3rd row | English |
| 4th row | English |
| 5th row | English |
Common Values
| Value | Count | Frequency (%) |
| English | 54949 | |
| English or French | 1196 | 2.1% |
| French | 1007 | 1.8% |
| Bilingual | 369 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| english | 56145 | |
| french | 2203 | 3.7% |
| or | 1196 | 2.0% |
| bilingual | 369 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 58717 | |
| h | 58348 | |
| l | 56883 | |
| i | 56883 | |
| g | 56514 | |
| E | 56145 | |
| s | 56145 | |
| r | 3399 | 0.8% |
| 2392 | 0.6% | |
| F | 2203 | 0.5% |
| Other values (6) | 6709 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 353229 | |
| Uppercase Letter | 58717 | 14.2% |
| Space Separator | 2392 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 58717 | |
| h | 58348 | |
| l | 56883 | |
| i | 56883 | |
| g | 56514 | |
| s | 56145 | |
| r | 3399 | 1.0% |
| e | 2203 | 0.6% |
| c | 2203 | 0.6% |
| o | 1196 | 0.3% |
| Other values (2) | 738 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 56145 | |
| F | 2203 | 3.8% |
| B | 369 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 2392 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 411946 | |
| Common | 2392 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 58717 | |
| h | 58348 | |
| l | 56883 | |
| i | 56883 | |
| g | 56514 | |
| E | 56145 | |
| s | 56145 | |
| r | 3399 | 0.8% |
| F | 2203 | 0.5% |
| e | 2203 | 0.5% |
| Other values (5) | 4506 | 1.1% |
Common
| Value | Count | Frequency (%) |
| 2392 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 414338 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 58717 | |
| h | 58348 | |
| l | 56883 | |
| i | 56883 | |
| g | 56514 | |
| E | 56145 | |
| s | 56145 | |
| r | 3399 | 0.8% |
| 2392 | 0.6% | |
| F | 2203 | 0.5% |
| Other values (6) | 6709 | 1.6% |
Education
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Secondary/School Level | |
|---|---|
| Basic level of literacy | |
| Diploma Degree | |
| Bachelor Degree | |
| CEGEP | |
| Other values (4) | 584 |
Length
| Max length | 25 |
|---|---|
| Median length | 23 |
| Mean length | 19.459293 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1119318 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Secondary/School Level |
|---|---|
| 2nd row | Secondary/School Level |
| 3rd row | Diploma Degree |
| 4th row | Diploma Degree |
| 5th row | Secondary/School Level |
Common Values
| Value | Count | Frequency (%) |
| Secondary/School Level | 21713 | |
| Basic level of literacy | 17541 | |
| Diploma Degree | 12612 | |
| Bachelor Degree | 2546 | 4.4% |
| CEGEP | 2525 | 4.4% |
| Vocational Education | 229 | 0.4% |
| Master Degree | 172 | 0.3% |
| Medicine/Dentistry Degree | 118 | 0.2% |
| Doctorate Degree | 65 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| level | 39254 | |
| secondary/school | 21713 | |
| basic | 17541 | |
| of | 17541 | |
| literacy | 17541 | |
| degree | 15513 | 10.5% |
| diploma | 12612 | 8.5% |
| bachelor | 2546 | 1.7% |
| cegep | 2525 | 1.7% |
| vocational | 229 | 0.2% |
| Other values (4) | 584 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 167438 | |
| l | 111436 | 10.0% |
| o | 98655 | 8.8% |
| 90078 | 8.0% | |
| c | 81695 | 7.3% |
| a | 72877 | 6.5% |
| r | 57668 | 5.2% |
| i | 48506 | 4.3% |
| S | 43426 | 3.9% |
| y | 39372 | 3.5% |
| Other values (21) | 308167 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 880502 | |
| Uppercase Letter | 126907 | 11.3% |
| Space Separator | 90078 | 8.0% |
| Other Punctuation | 21831 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 167438 | |
| l | 111436 | |
| o | 98655 | |
| c | 81695 | |
| a | 72877 | |
| r | 57668 | 6.5% |
| i | 48506 | 5.5% |
| y | 39372 | 4.5% |
| v | 39254 | 4.5% |
| h | 24259 | 2.8% |
| Other values (9) | 139342 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 43426 | |
| D | 28308 | |
| L | 21713 | |
| B | 20087 | |
| E | 5279 | 4.2% |
| C | 2525 | 2.0% |
| G | 2525 | 2.0% |
| P | 2525 | 2.0% |
| M | 290 | 0.2% |
| V | 229 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 90078 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 21831 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1007409 | |
| Common | 111909 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 167438 | |
| l | 111436 | |
| o | 98655 | 9.8% |
| c | 81695 | 8.1% |
| a | 72877 | 7.2% |
| r | 57668 | 5.7% |
| i | 48506 | 4.8% |
| S | 43426 | 4.3% |
| y | 39372 | 3.9% |
| v | 39254 | 3.9% |
| Other values (19) | 247082 |
Common
| Value | Count | Frequency (%) |
| 90078 | ||
| / | 21831 | 19.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1119318 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 167438 | |
| l | 111436 | 10.0% |
| o | 98655 | 8.8% |
| 90078 | 8.0% | |
| c | 81695 | 7.3% |
| a | 72877 | 6.5% |
| r | 57668 | 5.2% |
| i | 48506 | 4.3% |
| S | 43426 | 3.9% |
| y | 39372 | 3.5% |
| Other values (21) | 308167 |
Experience
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| No experience | |
|---|---|
| 1 year to less than 2 years | |
| Will train | |
| 2 years to less than 3 years | |
| Experience an asset | |
| Other values (4) |
Length
| Max length | 28 |
|---|---|
| Median length | 27 |
| Mean length | 19.940596 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1147003 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 to less than 7 months |
|---|---|
| 2nd row | 2 years to less than 3 years |
| 3rd row | 3 years to less than 5 years |
| 4th row | 7 months to less than 1 year |
| 5th row | 7 months to less than 1 year |
Common Values
| Value | Count | Frequency (%) |
| No experience | 17549 | |
| 1 year to less than 2 years | 13336 | |
| Will train | 6182 | 10.7% |
| 2 years to less than 3 years | 4854 | 8.4% |
| Experience an asset | 4848 | 8.4% |
| 7 months to less than 1 year | 4100 | 7.1% |
| 1 to less than 7 months | 3244 | 5.6% |
| 3 years to less than 5 years | 2186 | 3.8% |
| 5 years or more | 1222 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| years | 28638 | |
| to | 27720 | |
| less | 27720 | |
| than | 27720 | |
| experience | 22397 | |
| 1 | 20680 | |
| 2 | 18190 | |
| no | 17549 | |
| year | 17436 | |
| 7 | 7344 | 2.8% |
| Other values (9) | 42296 |
Most occurring characters
| Value | Count | Frequency (%) |
| 200169 | ||
| e | 164604 | |
| s | 101118 | |
| a | 89672 | 7.8% |
| r | 77097 | 6.7% |
| t | 73814 | 6.4% |
| n | 68491 | 6.0% |
| o | 55057 | 4.8% |
| y | 46074 | 4.0% |
| l | 40084 | 3.5% |
| Other values (14) | 230823 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 861593 | |
| Space Separator | 200169 | 17.5% |
| Decimal Number | 56662 | 4.9% |
| Uppercase Letter | 28579 | 2.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 164604 | |
| s | 101118 | |
| a | 89672 | |
| r | 77097 | |
| t | 73814 | |
| n | 68491 | |
| o | 55057 | 6.4% |
| y | 46074 | 5.3% |
| l | 40084 | 4.7% |
| h | 35064 | 4.1% |
| Other values (5) | 110518 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 20680 | |
| 2 | 18190 | |
| 7 | 7344 | 13.0% |
| 3 | 7040 | 12.4% |
| 5 | 3408 | 6.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 17549 | |
| W | 6182 | 21.6% |
| E | 4848 | 17.0% |
Space Separator
| Value | Count | Frequency (%) |
| 200169 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 890172 | |
| Common | 256831 | 22.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 164604 | |
| s | 101118 | |
| a | 89672 | |
| r | 77097 | |
| t | 73814 | |
| n | 68491 | |
| o | 55057 | 6.2% |
| y | 46074 | 5.2% |
| l | 40084 | 4.5% |
| h | 35064 | 3.9% |
| Other values (8) | 139097 |
Common
| Value | Count | Frequency (%) |
| 200169 | ||
| 1 | 20680 | 8.1% |
| 2 | 18190 | 7.1% |
| 7 | 7344 | 2.9% |
| 3 | 7040 | 2.7% |
| 5 | 3408 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1147003 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 200169 | ||
| e | 164604 | |
| s | 101118 | |
| a | 89672 | 7.8% |
| r | 77097 | 6.7% |
| t | 73814 | 6.4% |
| n | 68491 | 6.0% |
| o | 55057 | 4.8% |
| y | 46074 | 4.0% |
| l | 40084 | 3.5% |
| Other values (14) | 230823 |
Responsibilities
Text
| Distinct | 23441 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 3029 |
|---|---|
| Median length | 1857 |
| Mean length | 327.4139 |
| Min length | 0 |
Characters and Unicode
| Total characters | 18833175 |
|---|---|
| Distinct characters | 70 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 19650 ? |
|---|---|
| Unique (%) | 34.2% |
Sample
| 1st row | Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products |
|---|---|
| 2nd row | Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments |
| 3rd row | Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces |
| 4th row | Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people |
| 5th row | Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service |
| Value | Count | Frequency (%) |
| and | 339206 | 13.0% |
| of | 61245 | 2.4% |
| or | 45436 | 1.7% |
| to | 44309 | 1.7% |
| prepare | 33914 | 1.3% |
| food | 30993 | 1.2% |
| other | 28208 | 1.1% |
| for | 27871 | 1.1% |
| in | 25867 | 1.0% |
| work | 23660 | 0.9% |
| Other values (4881) | 1939993 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2563924 | ||
| e | 1840047 | 9.8% |
| a | 1418385 | 7.5% |
| n | 1266532 | 6.7% |
| s | 1254199 | 6.7% |
| r | 1232491 | 6.5% |
| t | 1156011 | 6.1% |
| i | 1141434 | 6.1% |
| o | 1117970 | 5.9% |
| d | 781690 | 4.2% |
| Other values (60) | 5060492 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15366538 | |
| Space Separator | 2563924 | 13.6% |
| Other Punctuation | 497745 | 2.6% |
| Uppercase Letter | 354352 | 1.9% |
| Dash Punctuation | 30506 | 0.2% |
| Decimal Number | 14577 | 0.1% |
| Open Punctuation | 2694 | < 0.1% |
| Close Punctuation | 2694 | < 0.1% |
| Final Punctuation | 145 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1840047 | |
| a | 1418385 | |
| n | 1266532 | 8.2% |
| s | 1254199 | 8.2% |
| r | 1232491 | 8.0% |
| t | 1156011 | 7.5% |
| i | 1141434 | 7.4% |
| o | 1117970 | 7.3% |
| d | 781690 | 5.1% |
| c | 615685 | 4.0% |
| Other values (17) | 3542094 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 63121 | |
| S | 36720 | |
| A | 35498 | |
| C | 34483 | |
| R | 27319 | |
| E | 25213 | 7.1% |
| M | 24613 | 6.9% |
| O | 23096 | 6.5% |
| T | 16946 | 4.8% |
| D | 15940 | 4.5% |
| Other values (14) | 51403 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4057 | |
| 3 | 2244 | |
| 4 | 2187 | |
| 0 | 2183 | |
| 5 | 2085 | |
| 2 | 1613 | 11.1% |
| 6 | 178 | 1.2% |
| 7 | 30 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 479288 | |
| ' | 10087 | 2.0% |
| / | 4096 | 0.8% |
| . | 2730 | 0.5% |
| ; | 1540 | 0.3% |
| : | 4 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 2563924 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30506 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2694 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2694 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 145 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15720890 | |
| Common | 3112285 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1840047 | |
| a | 1418385 | 9.0% |
| n | 1266532 | 8.1% |
| s | 1254199 | 8.0% |
| r | 1232491 | 7.8% |
| t | 1156011 | 7.4% |
| i | 1141434 | 7.3% |
| o | 1117970 | 7.1% |
| d | 781690 | 5.0% |
| c | 615685 | 3.9% |
| Other values (41) | 3896446 |
Common
| Value | Count | Frequency (%) |
| 2563924 | ||
| , | 479288 | 15.4% |
| - | 30506 | 1.0% |
| ' | 10087 | 0.3% |
| / | 4096 | 0.1% |
| 1 | 4057 | 0.1% |
| . | 2730 | 0.1% |
| ( | 2694 | 0.1% |
| ) | 2694 | 0.1% |
| 3 | 2244 | 0.1% |
| Other values (9) | 9965 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18833008 | |
| Punctuation | 145 | < 0.1% |
| None | 22 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2563924 | ||
| e | 1840047 | 9.8% |
| a | 1418385 | 7.5% |
| n | 1266532 | 6.7% |
| s | 1254199 | 6.7% |
| r | 1232491 | 6.5% |
| t | 1156011 | 6.1% |
| i | 1141434 | 6.1% |
| o | 1117970 | 5.9% |
| d | 781690 | 4.2% |
| Other values (58) | 5060325 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 145 |
None
| Value | Count | Frequency (%) |
| é | 22 |
url
Text
| Distinct | 57513 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 132 |
|---|---|
| Median length | 76 |
| Mean length | 76.121695 |
| Min length | 76 |
Characters and Unicode
| Total characters | 4378596 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 57505 ? |
|---|---|
| Unique (%) | > 99.9% |
Sample
| 1st row | https://www.jobbank.gc.ca/jobsearch/jobposting/40386176?source=searchresults |
|---|---|
| 2nd row | https://www.jobbank.gc.ca/jobsearch/jobposting/40548520?source=searchresults |
| 3rd row | https://www.jobbank.gc.ca/jobsearch/jobposting/40492860?source=searchresults |
| 4th row | https://www.jobbank.gc.ca/jobsearch/jobposting/40483792?source=searchresults |
| 5th row | https://www.jobbank.gc.ca/jobsearch/jobposting/40613014?source=searchresults |
| Value | Count | Frequency (%) |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40646845?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40418548?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40615440?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40634101?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40379009?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40589620?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40638553?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40614709?source=searchresults | 2 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40591652?source=searchresults | 1 | < 0.1% |
| https://www.jobbank.gc.ca/jobsearch/jobposting/40395602?source=searchresults | 1 | < 0.1% |
| Other values (57503) | 57503 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 403147 | 9.2% |
| o | 287855 | 6.6% |
| c | 287730 | 6.6% |
| / | 287605 | 6.6% |
| e | 230334 | 5.3% |
| b | 230209 | 5.3% |
| a | 230209 | 5.3% |
| r | 230209 | 5.3% |
| t | 230084 | 5.3% |
| j | 172813 | 3.9% |
| Other values (31) | 1788401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3281072 | |
| Other Punctuation | 575460 | 13.1% |
| Decimal Number | 462893 | 10.6% |
| Math Symbol | 57646 | 1.3% |
| Uppercase Letter | 1525 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 403147 | |
| o | 287855 | 8.8% |
| c | 287730 | 8.8% |
| e | 230334 | 7.0% |
| b | 230209 | 7.0% |
| a | 230209 | 7.0% |
| r | 230209 | 7.0% |
| t | 230084 | 7.0% |
| j | 172813 | 5.3% |
| h | 172688 | 5.3% |
| Other values (9) | 805794 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 102738 | |
| 0 | 86590 | |
| 5 | 49408 | |
| 6 | 41756 | |
| 2 | 32212 | 7.0% |
| 3 | 32148 | 6.9% |
| 1 | 31754 | 6.9% |
| 9 | 29466 | 6.4% |
| 8 | 29368 | 6.3% |
| 7 | 27453 | 5.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 350 | |
| B | 300 | |
| F | 275 | |
| D | 250 | |
| E | 200 | |
| C | 150 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 287605 | |
| . | 172688 | |
| ? | 57521 | 10.0% |
| : | 57521 | 10.0% |
| ; | 125 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| = | 57646 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3282597 | |
| Common | 1095999 | 25.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 403147 | |
| o | 287855 | 8.8% |
| c | 287730 | 8.8% |
| e | 230334 | 7.0% |
| b | 230209 | 7.0% |
| a | 230209 | 7.0% |
| r | 230209 | 7.0% |
| t | 230084 | 7.0% |
| j | 172813 | 5.3% |
| h | 172688 | 5.3% |
| Other values (15) | 807319 |
Common
| Value | Count | Frequency (%) |
| / | 287605 | |
| . | 172688 | |
| 4 | 102738 | 9.4% |
| 0 | 86590 | 7.9% |
| = | 57646 | 5.3% |
| ? | 57521 | 5.2% |
| : | 57521 | 5.2% |
| 5 | 49408 | 4.5% |
| 6 | 41756 | 3.8% |
| 2 | 32212 | 2.9% |
| Other values (6) | 150314 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4378596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 403147 | 9.2% |
| o | 287855 | 6.6% |
| c | 287730 | 6.6% |
| / | 287605 | 6.6% |
| e | 230334 | 5.3% |
| b | 230209 | 5.3% |
| a | 230209 | 5.3% |
| r | 230209 | 5.3% |
| t | 230084 | 5.3% |
| j | 172813 | 3.9% |
| Other values (31) | 1788401 |
Work_hours
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 242 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.764524 |
| Minimum | 1 |
|---|---|
| Maximum | 2190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 35 |
| median | 39.764524 |
| Q3 | 40 |
| 95-th percentile | 40 |
| Maximum | 2190 |
| Range | 2189 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 62.757607 |
|---|---|
| Coefficient of variation (CV) | 1.578231 |
| Kurtosis | 1032.5935 |
| Mean | 39.764524 |
| Median Absolute Deviation (MAD) | 1.7645244 |
| Skewness | 31.856331 |
| Sum | 2287295.2 |
| Variance | 3938.5172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 14128 | |
| 39.7645244 | 13860 | |
| 35 | 13273 | |
| 37.5 | 4367 | 7.6% |
| 30 | 2689 | 4.7% |
| 32 | 1327 | 2.3% |
| 36 | 1193 | 2.1% |
| 32.5 | 721 | 1.3% |
| 50 | 589 | 1.0% |
| 37 | 525 | 0.9% |
| Other values (232) | 4849 | 8.4% |
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 2 | 2 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 11 | < 0.1% |
| 4.5 | 4 | < 0.1% |
| 5 | 45 | |
| 6 | 16 | < 0.1% |
| 6.25 | 1 | < 0.1% |
| 6.5 | 13 | < 0.1% |
| 7 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 2190 | 26 | |
| 2080 | 6 | < 0.1% |
| 2015 | 4 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 1950 | 8 | < 0.1% |
| 1885 | 1 | < 0.1% |
| 1856 | 1 | < 0.1% |
| 1820 | 1 | < 0.1% |
| 1760 | 1 | < 0.1% |
| 1624 | 1 | < 0.1% |
Work_hours_measure
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| hours per week | |
|---|---|
| hours bi-weekly | 425 |
| hours per year | 63 |
| hours per month | 62 |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 14.008466 |
| Min length | 14 |
Characters and Unicode
| Total characters | 805781 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | hours per week |
|---|---|
| 2nd row | hours per week |
| 3rd row | hours per week |
| 4th row | hours per week |
| 5th row | hours per week |
Common Values
| Value | Count | Frequency (%) |
| hours per week | 56971 | |
| hours bi-weekly | 425 | 0.7% |
| hours per year | 63 | 0.1% |
| hours per month | 62 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hours | 57521 | |
| per | 57096 | |
| week | 56971 | |
| bi-weekly | 425 | 0.2% |
| year | 63 | < 0.1% |
| month | 62 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 171951 | |
| r | 114680 | |
| 114617 | ||
| h | 57583 | 7.1% |
| o | 57583 | 7.1% |
| u | 57521 | 7.1% |
| s | 57521 | 7.1% |
| w | 57396 | 7.1% |
| k | 57396 | 7.1% |
| p | 57096 | 7.1% |
| Other values (9) | 2437 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 690739 | |
| Space Separator | 114617 | 14.2% |
| Dash Punctuation | 425 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 171951 | |
| r | 114680 | |
| h | 57583 | 8.3% |
| o | 57583 | 8.3% |
| u | 57521 | 8.3% |
| s | 57521 | 8.3% |
| w | 57396 | 8.3% |
| k | 57396 | 8.3% |
| p | 57096 | 8.3% |
| y | 488 | 0.1% |
| Other values (7) | 1524 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 114617 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 425 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 690739 | |
| Common | 115042 | 14.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 171951 | |
| r | 114680 | |
| h | 57583 | 8.3% |
| o | 57583 | 8.3% |
| u | 57521 | 8.3% |
| s | 57521 | 8.3% |
| w | 57396 | 8.3% |
| k | 57396 | 8.3% |
| p | 57096 | 8.3% |
| y | 488 | 0.1% |
| Other values (7) | 1524 | 0.2% |
Common
| Value | Count | Frequency (%) |
| 114617 | ||
| - | 425 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 805781 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 171951 | |
| r | 114680 | |
| 114617 | ||
| h | 57583 | 7.1% |
| o | 57583 | 7.1% |
| u | 57521 | 7.1% |
| s | 57521 | 7.1% |
| w | 57396 | 7.1% |
| k | 57396 | 7.1% |
| p | 57096 | 7.1% |
| Other values (9) | 2437 | 0.3% |
Salary_measure
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| HOUR | |
|---|---|
| YEAR | |
| WEEKLY | 474 |
| BIWEEKLY | 230 |
| MONTH | 161 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.0337964 |
| Min length | 3 |
Characters and Unicode
| Total characters | 232028 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HOUR |
|---|---|
| 2nd row | HOUR |
| 3rd row | HOUR |
| 4th row | HOUR |
| 5th row | HOUR |
Common Values
| Value | Count | Frequency (%) |
| HOUR | 51208 | |
| YEAR | 5363 | 9.3% |
| WEEKLY | 474 | 0.8% |
| BIWEEKLY | 230 | 0.4% |
| MONTH | 161 | 0.3% |
| DAY | 85 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hour | 51208 | |
| year | 5363 | 9.3% |
| weekly | 474 | 0.8% |
| biweekly | 230 | 0.4% |
| month | 161 | 0.3% |
| day | 85 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51369 | |
| O | 51369 | |
| U | 51208 | |
| E | 6771 | 2.9% |
| Y | 6152 | 2.7% |
| A | 5448 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 232028 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51369 | |
| O | 51369 | |
| U | 51208 | |
| E | 6771 | 2.9% |
| Y | 6152 | 2.7% |
| A | 5448 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 232028 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51369 | |
| O | 51369 | |
| U | 51208 | |
| E | 6771 | 2.9% |
| Y | 6152 | 2.7% |
| A | 5448 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 232028 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 56571 | |
| H | 51369 | |
| O | 51369 | |
| U | 51208 | |
| E | 6771 | 2.9% |
| Y | 6152 | 2.7% |
| A | 5448 | 2.3% |
| W | 704 | 0.3% |
| K | 704 | 0.3% |
| L | 704 | 0.3% |
| Other values (6) | 1028 | 0.4% |
Province and Territories
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| ON | |
|---|---|
| AB | |
| BC | |
| QC | |
| SK | |
| Other values (8) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 115042 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ON |
|---|---|
| 2nd row | ON |
| 3rd row | ON |
| 4th row | ON |
| 5th row | ON |
Common Values
| Value | Count | Frequency (%) |
| ON | 14876 | |
| AB | 11727 | |
| BC | 11013 | |
| QC | 10798 | |
| SK | 2438 | 4.2% |
| MB | 2386 | 4.1% |
| NS | 1512 | 2.6% |
| NB | 1139 | 2.0% |
| NL | 897 | 1.6% |
| PE | 290 | 0.5% |
| Other values (3) | 445 | 0.8% |
Length
| Value | Count | Frequency (%) |
| on | 14876 | |
| ab | 11727 | |
| bc | 11013 | |
| qc | 10798 | |
| sk | 2438 | 4.2% |
| mb | 2386 | 4.1% |
| ns | 1512 | 2.6% |
| nb | 1139 | 2.0% |
| nl | 897 | 1.6% |
| pe | 290 | 0.5% |
| Other values (3) | 445 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 26265 | |
| C | 21811 | |
| N | 18580 | |
| O | 14876 | |
| A | 11727 | |
| Q | 10798 | |
| S | 3950 | 3.4% |
| K | 2438 | 2.1% |
| M | 2386 | 2.1% |
| L | 897 | 0.8% |
| Other values (5) | 1314 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 115042 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 26265 | |
| C | 21811 | |
| N | 18580 | |
| O | 14876 | |
| A | 11727 | |
| Q | 10798 | |
| S | 3950 | 3.4% |
| K | 2438 | 2.1% |
| M | 2386 | 2.1% |
| L | 897 | 0.8% |
| Other values (5) | 1314 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 115042 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 26265 | |
| C | 21811 | |
| N | 18580 | |
| O | 14876 | |
| A | 11727 | |
| Q | 10798 | |
| S | 3950 | 3.4% |
| K | 2438 | 2.1% |
| M | 2386 | 2.1% |
| L | 897 | 0.8% |
| Other values (5) | 1314 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 115042 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 26265 | |
| C | 21811 | |
| N | 18580 | |
| O | 14876 | |
| A | 11727 | |
| Q | 10798 | |
| S | 3950 | 3.4% |
| K | 2438 | 2.1% |
| M | 2386 | 2.1% |
| L | 897 | 0.8% |
| Other values (5) | 1314 | 1.1% |
Derived_Monthly_Salary
Real number (ℝ)
SKEWED 
| Distinct | 3832 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4035.8573 |
| Minimum | 1.3333333 |
|---|---|
| Maximum | 300000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1.3333333 |
|---|---|
| 5-th percentile | 2440 |
| Q1 | 2880 |
| median | 3660.8 |
| Q3 | 4480 |
| 95-th percentile | 7137.6 |
| Maximum | 300000 |
| Range | 299998.67 |
| Interquartile range (IQR) | 1600 |
Descriptive statistics
| Standard deviation | 3187.7812 |
|---|---|
| Coefficient of variation (CV) | 0.78986469 |
| Kurtosis | 3417.9908 |
| Mean | 4035.8573 |
| Median Absolute Deviation (MAD) | 819.2 |
| Skewness | 46.059603 |
| Sum | 2.3214655 × 108 |
| Variance | 10161949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2880 | 3236 | 5.6% |
| 3200 | 2981 | 5.2% |
| 2720 | 2703 | 4.7% |
| 4000 | 2114 | 3.7% |
| 3040 | 1452 | 2.5% |
| 3520 | 1404 | 2.4% |
| 2400 | 1319 | 2.3% |
| 4320 | 1310 | 2.3% |
| 4400 | 1224 | 2.1% |
| 4800 | 1221 | 2.1% |
| Other values (3822) | 38557 |
| Value | Count | Frequency (%) |
| 1.333333333 | 1 | |
| 1.5 | 2 | |
| 1.583333333 | 1 | |
| 1.586666667 | 1 | |
| 1.615833333 | 1 | |
| 1.859166667 | 1 | |
| 1.863333333 | 1 | |
| 1.916666667 | 1 | |
| 1.926666667 | 1 | |
| 1.9275 | 1 |
| Value | Count | Frequency (%) |
| 300000 | 1 | |
| 260000 | 1 | |
| 250000 | 1 | |
| 200000 | 1 | |
| 195600 | 1 | |
| 180000 | 1 | |
| 168600 | 1 | |
| 90000 | 1 | |
| 80000 | 1 | |
| 66648 | 1 |
advertisment_validuty_duration
Real number (ℝ)
| Distinct | 143 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.334534 |
| Minimum | 4 |
|---|---|
| Maximum | 1123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 30 |
| median | 30 |
| Q3 | 35.334534 |
| 95-th percentile | 60 |
| Maximum | 1123 |
| Range | 1119 |
| Interquartile range (IQR) | 5.3345342 |
Descriptive statistics
| Standard deviation | 16.692411 |
|---|---|
| Coefficient of variation (CV) | 0.47241067 |
| Kurtosis | 427.60222 |
| Mean | 35.334534 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 10.693432 |
| Sum | 2032477.7 |
| Variance | 278.63659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 26104 | |
| 35.33453423 | 7003 | 12.2% |
| 29 | 5273 | 9.2% |
| 14 | 2431 | 4.2% |
| 55 | 1092 | 1.9% |
| 58 | 767 | 1.3% |
| 60 | 731 | 1.3% |
| 31 | 677 | 1.2% |
| 57 | 636 | 1.1% |
| 59 | 575 | 1.0% |
| Other values (133) | 12232 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 90 | |
| 7 | 39 | 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 80 | |
| 10 | 55 | |
| 11 | 75 | |
| 12 | 51 | |
| 13 | 100 |
| Value | Count | Frequency (%) |
| 1123 | 1 | < 0.1% |
| 729 | 1 | < 0.1% |
| 389 | 1 | < 0.1% |
| 384 | 1 | < 0.1% |
| 383 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 334 | 7 | |
| 333 | 2 | < 0.1% |
| 332 | 10 | |
| 331 | 6 |
| Distinct | 30345 |
|---|---|
| Distinct (%) | 52.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 3061 |
|---|---|
| Median length | 1698 |
| Mean length | 349.09428 |
| Min length | 5 |
Characters and Unicode
| Total characters | 20080252 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 25064 ? |
|---|---|
| Unique (%) | 43.6% |
Sample
| 1st row | cabinetmaker Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products |
|---|---|
| 2nd row | restoration carpenter Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments |
| 3rd row | painter Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces |
| 4th row | store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people |
| 5th row | administrative assistant Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service |
| Value | Count | Frequency (%) |
| and | 341457 | 12.4% |
| of | 61340 | 2.2% |
| or | 45559 | 1.7% |
| to | 44314 | 1.6% |
| food | 36377 | 1.3% |
| prepare | 33914 | 1.2% |
| other | 28528 | 1.0% |
| for | 27978 | 1.0% |
| in | 25879 | 0.9% |
| work | 23689 | 0.9% |
| Other values (6384) | 2080558 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2712914 | ||
| e | 1971132 | 9.8% |
| a | 1510774 | 7.5% |
| r | 1341442 | 6.7% |
| n | 1340065 | 6.7% |
| s | 1332740 | 6.6% |
| t | 1240608 | 6.2% |
| i | 1232238 | 6.1% |
| o | 1196035 | 6.0% |
| d | 814518 | 4.1% |
| Other values (74) | 5387786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16443102 | |
| Space Separator | 2712918 | 13.5% |
| Other Punctuation | 503621 | 2.5% |
| Uppercase Letter | 359841 | 1.8% |
| Dash Punctuation | 37244 | 0.2% |
| Decimal Number | 14675 | 0.1% |
| Close Punctuation | 4353 | < 0.1% |
| Open Punctuation | 4353 | < 0.1% |
| Final Punctuation | 145 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1971132 | |
| a | 1510774 | 9.2% |
| r | 1341442 | 8.2% |
| n | 1340065 | 8.1% |
| s | 1332740 | 8.1% |
| t | 1240608 | 7.5% |
| i | 1232238 | 7.5% |
| o | 1196035 | 7.3% |
| d | 814518 | 5.0% |
| c | 677485 | 4.1% |
| Other values (20) | 3786065 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 63354 | |
| S | 36891 | |
| A | 35779 | |
| C | 35488 | |
| R | 27707 | |
| E | 26306 | |
| M | 24783 | 6.9% |
| O | 23294 | 6.5% |
| T | 17298 | 4.8% |
| D | 16026 | 4.5% |
| Other values (15) | 52915 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 483804 | |
| ' | 10264 | 2.0% |
| / | 4619 | 0.9% |
| . | 3346 | 0.7% |
| ; | 1540 | 0.3% |
| " | 14 | < 0.1% |
| : | 10 | < 0.1% |
| & | 10 | < 0.1% |
| # | 9 | < 0.1% |
| ! | 3 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4080 | |
| 3 | 2259 | |
| 0 | 2198 | |
| 4 | 2193 | |
| 5 | 2091 | |
| 2 | 1628 | 11.1% |
| 6 | 184 | 1.3% |
| 7 | 33 | 0.2% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 37191 | |
| – | 49 | 0.1% |
| — | 4 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 2712914 | ||
| Â | 4 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4353 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4353 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 145 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16802943 | |
| Common | 3277309 | 16.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1971132 | |
| a | 1510774 | 9.0% |
| r | 1341442 | 8.0% |
| n | 1340065 | 8.0% |
| s | 1332740 | 7.9% |
| t | 1240608 | 7.4% |
| i | 1232238 | 7.3% |
| o | 1196035 | 7.1% |
| d | 814518 | 4.8% |
| c | 677485 | 4.0% |
| Other values (45) | 4145906 |
Common
| Value | Count | Frequency (%) |
| 2712914 | ||
| , | 483804 | 14.8% |
| - | 37191 | 1.1% |
| ' | 10264 | 0.3% |
| / | 4619 | 0.1% |
| ) | 4353 | 0.1% |
| ( | 4353 | 0.1% |
| 1 | 4080 | 0.1% |
| . | 3346 | 0.1% |
| 3 | 2259 | 0.1% |
| Other values (19) | 10126 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20079979 | |
| Punctuation | 198 | < 0.1% |
| None | 75 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2712914 | ||
| e | 1971132 | 9.8% |
| a | 1510774 | 7.5% |
| r | 1341442 | 6.7% |
| n | 1340065 | 6.7% |
| s | 1332740 | 6.6% |
| t | 1240608 | 6.2% |
| i | 1232238 | 6.1% |
| o | 1196035 | 6.0% |
| d | 814518 | 4.1% |
| Other values (66) | 5387513 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 145 | |
| – | 49 | 24.7% |
| — | 4 | 2.0% |
None
| Value | Count | Frequency (%) |
| é | 66 | |
| Â | 4 | 5.3% |
| â | 3 | 4.0% |
| î | 1 | 1.3% |
| ô | 1 | 1.3% |
Job_Field
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| Healthcare/Technical Software Solutions | |
|---|---|
| Administrative Services | |
| Logistics and Transportation | |
| Culinary Services | |
| Industrial Equipment Services | |
| Other values (6) |
Length
| Max length | 39 |
|---|---|
| Median length | 35 |
| Mean length | 29.111298 |
| Min length | 17 |
Characters and Unicode
| Total characters | 1674511 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Administrative Services |
|---|---|
| 2nd row | Healthcare/Technical Software Solutions |
| 3rd row | Industrial Equipment Services |
| 4th row | Administrative Services |
| 5th row | Administrative Services |
Common Values
| Value | Count | Frequency (%) |
| Healthcare/Technical Software Solutions | 13787 | |
| Administrative Services | 13724 | |
| Logistics and Transportation | 9560 | |
| Culinary Services | 5834 | |
| Industrial Equipment Services | 5103 | 8.9% |
| Construction and Materials Handling | 2683 | 4.7% |
| Childcare and Administrative Services | 2641 | 4.6% |
| Hospitality and Cleaning Services | 2391 | 4.2% |
| Retail Management | 945 | 1.6% |
| Food Service Management | 845 | 1.5% |
Length
| Value | Count | Frequency (%) |
| services | 29693 | |
| and | 17283 | |
| administrative | 16365 | |
| healthcare/technical | 13787 | |
| solutions | 13787 | |
| software | 13787 | |
| logistics | 9560 | 6.0% |
| transportation | 9560 | 6.0% |
| culinary | 5834 | 3.7% |
| industrial | 5103 | 3.2% |
| Other values (13) | 25024 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 170783 | 10.2% |
| e | 149948 | 9.0% |
| a | 138866 | 8.3% |
| t | 128567 | 7.7% |
| n | 115492 | 6.9% |
| r | 112557 | 6.7% |
| 102262 | 6.1% | |
| s | 101393 | 6.1% |
| c | 86799 | 5.2% |
| o | 79512 | 4.7% |
| Other values (24) | 488332 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1402175 | |
| Uppercase Letter | 156287 | 9.3% |
| Space Separator | 102262 | 6.1% |
| Other Punctuation | 13787 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 170783 | |
| e | 149948 | |
| a | 138866 | |
| t | 128567 | |
| n | 115492 | |
| r | 112557 | |
| s | 101393 | |
| c | 86799 | 6.2% |
| o | 79512 | 5.7% |
| l | 66040 | 4.7% |
| Other values (11) | 252218 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 58112 | |
| T | 23347 | |
| H | 18861 | 12.1% |
| A | 16373 | 10.5% |
| C | 13565 | 8.7% |
| L | 9560 | 6.1% |
| I | 5103 | 3.3% |
| E | 5103 | 3.3% |
| M | 4473 | 2.9% |
| R | 945 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 102262 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 13787 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1558462 | |
| Common | 116049 | 6.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 170783 | |
| e | 149948 | 9.6% |
| a | 138866 | 8.9% |
| t | 128567 | 8.2% |
| n | 115492 | 7.4% |
| r | 112557 | 7.2% |
| s | 101393 | 6.5% |
| c | 86799 | 5.6% |
| o | 79512 | 5.1% |
| l | 66040 | 4.2% |
| Other values (22) | 408505 |
Common
| Value | Count | Frequency (%) |
| 102262 | ||
| / | 13787 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1674511 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 170783 | 10.2% |
| e | 149948 | 9.0% |
| a | 138866 | 8.3% |
| t | 128567 | 7.7% |
| n | 115492 | 6.9% |
| r | 112557 | 6.7% |
| 102262 | 6.1% | |
| s | 101393 | 6.1% |
| c | 86799 | 5.2% |
| o | 79512 | 4.7% |
| Other values (24) | 488332 |
Experience_encoded
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8318701 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 17549 |
| Zeros (%) | 30.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.4757061 |
|---|---|
| Coefficient of variation (CV) | 0.8742301 |
| Kurtosis | -1.3693599 |
| Mean | 2.8318701 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.21135803 |
| Sum | 162892 |
| Variance | 6.1291206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17549 | |
| 5 | 13336 | |
| 1 | 6182 | 10.7% |
| 6 | 4854 | 8.4% |
| 2 | 4848 | 8.4% |
| 4 | 4100 | 7.1% |
| 3 | 3244 | 5.6% |
| 7 | 2186 | 3.8% |
| 8 | 1222 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 17549 | |
| 1 | 6182 | 10.7% |
| 2 | 4848 | 8.4% |
| 3 | 3244 | 5.6% |
| 4 | 4100 | 7.1% |
| 5 | 13336 | |
| 6 | 4854 | 8.4% |
| 7 | 2186 | 3.8% |
| 8 | 1222 | 2.1% |
| Value | Count | Frequency (%) |
| 8 | 1222 | 2.1% |
| 7 | 2186 | 3.8% |
| 6 | 4854 | 8.4% |
| 5 | 13336 | |
| 4 | 4100 | 7.1% |
| 3 | 3244 | 5.6% |
| 2 | 4848 | 8.4% |
| 1 | 6182 | 10.7% |
| 0 | 17549 |
Education_Encoded
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0303194 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.6376839 |
|---|---|
| Coefficient of variation (CV) | 0.54043276 |
| Kurtosis | -0.85941592 |
| Mean | 3.0303194 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.22708774 |
| Sum | 174307 |
| Variance | 2.6820084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 21713 | |
| 1 | 17541 | |
| 5 | 12612 | |
| 6 | 2546 | 4.4% |
| 4 | 2525 | 4.4% |
| 2 | 229 | 0.4% |
| 7 | 172 | 0.3% |
| 8 | 118 | 0.2% |
| 9 | 65 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 17541 | |
| 2 | 229 | 0.4% |
| 3 | 21713 | |
| 4 | 2525 | 4.4% |
| 5 | 12612 | |
| 6 | 2546 | 4.4% |
| 7 | 172 | 0.3% |
| 8 | 118 | 0.2% |
| 9 | 65 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 65 | 0.1% |
| 8 | 118 | 0.2% |
| 7 | 172 | 0.3% |
| 6 | 2546 | 4.4% |
| 5 | 12612 | |
| 4 | 2525 | 4.4% |
| 3 | 21713 | |
| 2 | 229 | 0.4% |
| 1 | 17541 |
Job_Field_Encoded
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0448706 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.29352 |
|---|---|
| Coefficient of variation (CV) | 0.4675061 |
| Kurtosis | -1.021818 |
| Mean | 7.0448706 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.36498884 |
| Sum | 405228 |
| Variance | 10.847274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 13787 | |
| 5 | 13724 | |
| 9 | 9560 | |
| 1 | 5834 | |
| 6 | 5103 | 8.9% |
| 10 | 2683 | 4.7% |
| 8 | 2641 | 4.6% |
| 2 | 2391 | 4.2% |
| 4 | 945 | 1.6% |
| 7 | 845 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 5834 | |
| 2 | 2391 | 4.2% |
| 3 | 8 | < 0.1% |
| 4 | 945 | 1.6% |
| 5 | 13724 | |
| 6 | 5103 | 8.9% |
| 7 | 845 | 1.5% |
| 8 | 2641 | 4.6% |
| 9 | 9560 | |
| 10 | 2683 | 4.7% |
| Value | Count | Frequency (%) |
| 11 | 13787 | |
| 10 | 2683 | 4.7% |
| 9 | 9560 | |
| 8 | 2641 | 4.6% |
| 7 | 845 | 1.5% |
| 6 | 5103 | 8.9% |
| 5 | 13724 | |
| 4 | 945 | 1.6% |
| 3 | 8 | < 0.1% |
| 2 | 2391 | 4.2% |
Employment_Type_Encoded
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.46543 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1820951 |
|---|---|
| Coefficient of variation (CV) | 0.21628584 |
| Kurtosis | 3.8234765 |
| Mean | 5.46543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.2127461 |
| Sum | 314377 |
| Variance | 1.3973489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 45371 | |
| 3 | 3693 | 6.4% |
| 5 | 3496 | 6.1% |
| 4 | 2289 | 4.0% |
| 2 | 1764 | 3.1% |
| 1 | 908 | 1.6% |
| Value | Count | Frequency (%) |
| 1 | 908 | 1.6% |
| 2 | 1764 | 3.1% |
| 3 | 3693 | 6.4% |
| 4 | 2289 | 4.0% |
| 5 | 3496 | 6.1% |
| 6 | 45371 |
| Value | Count | Frequency (%) |
| 6 | 45371 | |
| 5 | 3496 | 6.1% |
| 4 | 2289 | 4.0% |
| 3 | 3693 | 6.4% |
| 2 | 1764 | 3.1% |
| 1 | 908 | 1.6% |
| Distinct | 54237 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
Length
| Max length | 266 |
|---|---|
| Median length | 198 |
| Mean length | 109.07801 |
| Min length | 52 |
Characters and Unicode
| Total characters | 6274276 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 52227 ? |
|---|---|
| Unique (%) | 90.8% |
Sample
| 1st row | cabinetmaker sympro mfg inc mississauga onenglish secondaryschool level administrative service |
|---|---|
| 2nd row | restoration carpenter supra restoration service ltd bradford onenglish secondaryschool level healthcaretechnical software solution |
| 3rd row | painter majestic renovation bradford onenglish diploma degree industrial equipment service |
| 4th row | store manager retail professional book fair toronto onenglish diploma degree administrative service |
| 5th row | administrative assistant urban decor furnishing brampton onenglish secondaryschool level administrative service |
| Value | Count | Frequency (%) |
| level | 39328 | 5.4% |
| service | 39002 | 5.4% |
| secondaryschool | 21713 | 3.0% |
| administrative | 19347 | 2.7% |
| literacy | 17552 | 2.4% |
| basic | 17544 | 2.4% |
| degree | 15519 | 2.1% |
| onenglish | 14716 | 2.0% |
| solution | 14534 | 2.0% |
| software | 14023 | 1.9% |
| Other values (24796) | 512127 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 669680 | |
| 667884 | ||
| i | 497578 | 7.9% |
| a | 460389 | 7.3% |
| r | 407043 | 6.5% |
| n | 402585 | 6.4% |
| l | 391563 | 6.2% |
| s | 391057 | 6.2% |
| t | 374584 | 6.0% |
| o | 369614 | 5.9% |
| Other values (17) | 1642299 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5606392 | |
| Space Separator | 667884 | 10.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 669680 | |
| i | 497578 | 8.9% |
| a | 460389 | 8.2% |
| r | 407043 | 7.3% |
| n | 402585 | 7.2% |
| l | 391563 | 7.0% |
| s | 391057 | 7.0% |
| t | 374584 | 6.7% |
| o | 369614 | 6.6% |
| c | 355492 | 6.3% |
| Other values (16) | 1286807 |
Space Separator
| Value | Count | Frequency (%) |
| 667884 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5606392 | |
| Common | 667884 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 669680 | |
| i | 497578 | 8.9% |
| a | 460389 | 8.2% |
| r | 407043 | 7.3% |
| n | 402585 | 7.2% |
| l | 391563 | 7.0% |
| s | 391057 | 7.0% |
| t | 374584 | 6.7% |
| o | 369614 | 6.6% |
| c | 355492 | 6.3% |
| Other values (16) | 1286807 |
Common
| Value | Count | Frequency (%) |
| 667884 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6274276 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 669680 | |
| 667884 | ||
| i | 497578 | 7.9% |
| a | 460389 | 7.3% |
| r | 407043 | 6.5% |
| n | 402585 | 6.4% |
| l | 391563 | 6.2% |
| s | 391057 | 6.2% |
| t | 374584 | 6.0% |
| o | 369614 | 5.9% |
| Other values (17) | 1642299 |
| Derived_Monthly_Salary | Education | Education_Encoded | Employment Type | Employment_Type_Encoded | Experience | Experience_encoded | Job_Field | Job_Field_Encoded | Languages | Province and Territories | Salary_measure | Vacancies | Work_hours | Work_hours_measure | advertisment_validuty_duration | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Derived_Monthly_Salary | 1.000 | 0.115 | 0.007 | 0.000 | 0.089 | 0.010 | 0.126 | 0.014 | 0.417 | 0.000 | 0.007 | 0.079 | -0.205 | 0.074 | 0.088 | -0.107 |
| Education | 0.115 | 1.000 | 0.276 | 0.246 | 0.380 | 0.397 | 0.564 | 0.279 | -0.170 | 0.113 | 0.197 | 0.172 | 0.254 | -0.074 | 0.116 | 0.103 |
| Education_Encoded | 0.007 | 0.276 | 1.000 | 0.246 | 0.369 | 0.397 | 0.666 | 0.279 | 0.084 | 0.113 | 0.197 | 0.172 | 0.241 | -0.081 | 0.116 | 0.062 |
| Employment Type | 0.000 | 0.246 | 0.246 | 1.000 | 0.295 | 0.245 | 0.279 | 0.192 | 0.027 | 0.074 | 0.200 | 0.094 | 0.128 | 0.052 | 0.051 | -0.108 |
| Employment_Type_Encoded | 0.089 | 0.380 | 0.369 | 0.295 | 1.000 | 0.245 | 0.417 | 0.192 | 0.007 | 0.074 | 0.200 | 0.094 | 0.086 | -0.004 | 0.051 | 0.019 |
| Experience | 0.010 | 0.397 | 0.397 | 0.245 | 0.245 | 1.000 | -0.752 | 0.282 | -0.047 | 0.112 | 0.209 | 0.156 | -0.010 | 0.084 | 0.059 | -0.068 |
| Experience_encoded | 0.126 | 0.564 | 0.666 | 0.279 | 0.417 | -0.752 | 1.000 | 0.282 | 0.066 | 0.112 | 0.209 | 0.156 | 0.116 | -0.056 | 0.059 | 0.068 |
| Job_Field | 0.014 | 0.279 | 0.279 | 0.192 | 0.192 | 0.282 | 0.282 | 1.000 | 0.378 | 0.063 | 0.135 | 0.129 | -0.078 | 0.064 | 0.026 | -0.010 |
| Job_Field_Encoded | 0.417 | -0.170 | 0.084 | 0.027 | 0.007 | -0.047 | 0.066 | 0.378 | 1.000 | 0.061 | 0.140 | 0.129 | -0.160 | 0.019 | 0.026 | -0.040 |
| Languages | 0.000 | 0.113 | 0.113 | 0.074 | 0.074 | 0.112 | 0.112 | 0.063 | 0.061 | 1.000 | 0.197 | 0.038 | 0.062 | 0.055 | 0.020 | 0.087 |
| Province and Territories | 0.007 | 0.197 | 0.197 | 0.200 | 0.200 | 0.209 | 0.209 | 0.135 | 0.140 | 0.197 | 1.000 | 0.112 | -0.102 | 0.073 | 0.099 | -0.097 |
| Salary_measure | 0.079 | 0.172 | 0.172 | 0.094 | 0.094 | 0.156 | 0.156 | 0.129 | 0.129 | 0.038 | 0.112 | 1.000 | -0.173 | 0.120 | 0.068 | -0.077 |
| Vacancies | -0.205 | 0.254 | 0.241 | 0.128 | 0.086 | -0.010 | 0.116 | -0.078 | -0.160 | 0.062 | -0.102 | -0.173 | 1.000 | 0.015 | 0.000 | 0.022 |
| Work_hours | 0.074 | -0.074 | -0.081 | 0.052 | -0.004 | 0.084 | -0.056 | 0.064 | 0.019 | 0.055 | 0.073 | 0.120 | 0.015 | 1.000 | 0.548 | -0.009 |
| Work_hours_measure | 0.088 | 0.116 | 0.116 | 0.051 | 0.051 | 0.059 | 0.059 | 0.026 | 0.026 | 0.020 | 0.099 | 0.068 | 0.000 | 0.548 | 1.000 | 0.029 |
| advertisment_validuty_duration | -0.107 | 0.103 | 0.062 | -0.108 | 0.019 | -0.068 | 0.068 | -0.010 | -0.040 | 0.087 | -0.097 | -0.077 | 0.022 | -0.009 | 0.029 | 1.000 |
| Title | Date Posted | Employer | Location | Salary | Employment Type | Start Date | Vacancies | Languages | Education | Experience | Responsibilities | url | Work_hours | Work_hours_measure | Salary_measure | Province and Territories | Derived_Monthly_Salary | advertisment_validuty_duration | Title_and_Responsibilities_Text | Job_Field | Experience_encoded | Education_Encoded | Job_Field_Encoded | Employment_Type_Encoded | job_description_text | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | cabinetmaker | 2024-02-28 | Sympro Mfg Inc. | Mississauga, ON | 27.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Secondary/School Level | 1 to less than 7 months | Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products | https://www.jobbank.gc.ca/jobsearch/jobposting/40386176?source=searchresults | 35.0 | hours per week | HOUR | ON | 4320.0 | 59.0 | cabinetmaker Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products | Administrative Services | 3.0 | 3 | 5 | 6 | cabinetmaker sympro mfg inc mississauga onenglish secondaryschool level administrative service |
| 2 | restoration carpenter | 2024-03-18 | Supra Restoration Services LTD | Bradford, ON | 30.00 HOUR | Term or contract | Starts as soon as possible | 3.0 | English | Secondary/School Level | 2 years to less than 3 years | Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments | https://www.jobbank.gc.ca/jobsearch/jobposting/40548520?source=searchresults | 40.0 | hours per week | HOUR | ON | 4800.0 | 30.0 | restoration carpenter Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments | Healthcare/Technical Software Solutions | 6.0 | 3 | 11 | 4 | restoration carpenter supra restoration service ltd bradford onenglish secondaryschool level healthcaretechnical software solution |
| 3 | painter | 2024-03-12 | Majestic Renovations | Bradford, ON | 30.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Diploma Degree | 3 years to less than 5 years | Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces | https://www.jobbank.gc.ca/jobsearch/jobposting/40492860?source=searchresults | 38.0 | hours per week | HOUR | ON | 4800.0 | 30.0 | painter Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces | Industrial Equipment Services | 7.0 | 5 | 6 | 6 | painter majestic renovation bradford onenglish diploma degree industrial equipment service |
| 5 | store manager - retail | 2024-03-11 | professional book fairs | Toronto, ON | 44.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Diploma Degree | 7 months to less than 1 year | Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people | https://www.jobbank.gc.ca/jobsearch/jobposting/40483792?source=searchresults | 35.0 | hours per week | HOUR | ON | 7040.0 | 38.0 | store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people | Administrative Services | 4.0 | 5 | 5 | 6 | store manager retail professional book fair toronto onenglish diploma degree administrative service |
| 6 | administrative assistant | 2024-03-25 | URBAN DECOR FURNISHINGS | Brampton, ON | 25.50 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Secondary/School Level | 7 months to less than 1 year | Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service | https://www.jobbank.gc.ca/jobsearch/jobposting/40613014?source=searchresults | 30.0 | hours per week | HOUR | ON | 4080.0 | 30.0 | administrative assistant Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service | Administrative Services | 4.0 | 3 | 5 | 6 | administrative assistant urban decor furnishing brampton onenglish secondaryschool level administrative service |
| 7 | store manager - retail | 2024-03-11 | professional book fairs | Milton, ON | 44.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Diploma Degree | 7 months to less than 1 year | Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people | https://www.jobbank.gc.ca/jobsearch/jobposting/40483813?source=searchresults | 35.0 | hours per week | HOUR | ON | 7040.0 | 38.0 | store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people | Administrative Services | 4.0 | 5 | 5 | 6 | store manager retail professional book fair milton onenglish diploma degree administrative service |
| 8 | line cook | 2024-03-06 | Kelseys Grand Park | Mississauga, ON | 17.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Secondary/School Level | 1 year to less than 2 years | Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Prepare and cook special meals for patients as instructed by dietitian or chef, Plan menus, determine size of food portions, estimate food requirements and costs, and monitor and order supplies, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Order supplies and equipment, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Recruit and hire staff, Organize buffets and banquets | https://www.jobbank.gc.ca/jobsearch/jobposting/40437740?source=searchresults | 40.0 | hours per week | HOUR | ON | 2720.0 | 40.0 | line cook Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Prepare and cook special meals for patients as instructed by dietitian or chef, Plan menus, determine size of food portions, estimate food requirements and costs, and monitor and order supplies, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Order supplies and equipment, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Recruit and hire staff, Organize buffets and banquets | Culinary Services | 5.0 | 3 | 1 | 6 | line cook kelseys grand park mississauga onenglish secondaryschool level culinary service |
| 9 | cook, ethnic foods | 2024-03-17 | Mr. Shawarma | Ottawa, ON | 18.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Diploma Degree | 1 year to less than 2 years | Prepare and cook complete meals or individual dishes and foods, Train staff in preparation, cooking and handling of food, Clean kitchen and work areas, Ensure that food and service meet quality control standards, Prepare and cook meals or specialty foods | https://www.jobbank.gc.ca/jobsearch/jobposting/40541336?source=searchresults | 40.0 | hours per week | HOUR | ON | 2880.0 | 30.0 | cook, ethnic foods Prepare and cook complete meals or individual dishes and foods, Train staff in preparation, cooking and handling of food, Clean kitchen and work areas, Ensure that food and service meet quality control standards, Prepare and cook meals or specialty foods | Culinary Services | 5.0 | 5 | 1 | 6 | cook ethnic food mr shawarma ottawa onenglish diploma degree culinary service |
| 10 | retail sales associate | 2024-03-15 | 1000642698 Ontario Inc. | Elliot Lake, ON | 17.50 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Secondary/School Level | 1 to less than 7 months | Operate cash register, Perform data entry, Provide customer service, Assist in display of merchandise, Greet customers and discuss type, quality and quantity of merchandise or services sought for purchase, rental or lease, Prepare merchandise for purchase, rental or lease, Prepare sales, rental or leasing contracts and accept cash, cheque, credit card or automatic debit payment | https://www.jobbank.gc.ca/jobsearch/jobposting/40525006?source=searchresults | 32.5 | hours per week | HOUR | ON | 2800.0 | 30.0 | retail sales associate Operate cash register, Perform data entry, Provide customer service, Assist in display of merchandise, Greet customers and discuss type, quality and quantity of merchandise or services sought for purchase, rental or lease, Prepare merchandise for purchase, rental or lease, Prepare sales, rental or leasing contracts and accept cash, cheque, credit card or automatic debit payment | Administrative Services | 3.0 | 3 | 5 | 6 | retail sale associate ontario inc elliot lake onenglish secondaryschool level administrative service |
| 11 | hotel managing supervisor | 2024-03-18 | DAYS INN BRAMPTON | Brampton, ON | 22.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Secondary/School Level | 1 year to less than 2 years | Perform same duties as workers supervised, Co-ordinate, assign and review work, Maintain operation of computer systems, equipment, machinery and arrange repair work to ensure business continuity and customer service delivery, Establish work schedules and procedures and co-ordinate activities with other work units or departments, Hire and train staff in job duties, safety procedures and company policies, Resolve work-related problems and prepare and submit progress and other reports | https://www.jobbank.gc.ca/jobsearch/jobposting/40546989?source=searchresults | 37.5 | hours per week | HOUR | ON | 3520.0 | 30.0 | hotel managing supervisor Perform same duties as workers supervised, Co-ordinate, assign and review work, Maintain operation of computer systems, equipment, machinery and arrange repair work to ensure business continuity and customer service delivery, Establish work schedules and procedures and co-ordinate activities with other work units or departments, Hire and train staff in job duties, safety procedures and company policies, Resolve work-related problems and prepare and submit progress and other reports | Healthcare/Technical Software Solutions | 5.0 | 3 | 11 | 6 | hotel managing supervisor day inn brampton brampton onenglish secondaryschool level healthcaretechnical software solution |
| Title | Date Posted | Employer | Location | Salary | Employment Type | Start Date | Vacancies | Languages | Education | Experience | Responsibilities | url | Work_hours | Work_hours_measure | Salary_measure | Province and Territories | Derived_Monthly_Salary | advertisment_validuty_duration | Title_and_Responsibilities_Text | Job_Field | Experience_encoded | Education_Encoded | Job_Field_Encoded | Employment_Type_Encoded | job_description_text | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71418 | legal assistant | 2024-03-12 | De Novo Law | Lloydminster, SK | 22.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40495791?source=searchresults | 39.764524 | hours per week | HOUR | SK | 3520.0 | 35.334534 | legal assistant | Administrative Services | 0.0 | 1 | 5 | 6 | legal assistant de novo law lloydminster skenglish basic level literacy administrative service | |
| 71420 | housekeeper | 2024-03-21 | Duncan Jessiman | Winnipeg, MB | 17.50 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Diploma Degree | Experience an asset | Sweep, mop, wash and polish floors, Dust furniture, Vacuum carpeting, area rugs, draperies and upholstered furniture, Make beds and change sheets, Stock linen closet, Disinfect operating rooms and other areas, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Wash windows, walls and ceilings | https://www.jobbank.gc.ca/jobsearch/jobposting/40578844?source=searchresults | 40.000000 | hours per week | HOUR | MB | 2800.0 | 30.000000 | housekeeper Sweep, mop, wash and polish floors, Dust furniture, Vacuum carpeting, area rugs, draperies and upholstered furniture, Make beds and change sheets, Stock linen closet, Disinfect operating rooms and other areas, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Wash windows, walls and ceilings | Hospitality and Cleaning Services | 2.0 | 5 | 2 | 6 | housekeeper duncan jessiman winnipeg mbenglish diploma degree hospitality cleaning service |
| 71421 | cashier | 2024-01-28 | Africa Food General Inc. | Winnipeg, MB | 25.00 HOUR | Permanent Full Time | Starts as soon as possible | 4.0 | English | Secondary/School Level | Will train | Operate cash register, Scan items, Receive payment for goods or services, Stock shelves and clean counter area, Greet customers, Provide customer service | https://www.jobbank.gc.ca/jobsearch/jobposting/40140369?source=searchresults | 35.000000 | hours per week | HOUR | MB | 4000.0 | 64.000000 | cashier Operate cash register, Scan items, Receive payment for goods or services, Stock shelves and clean counter area, Greet customers, Provide customer service | Administrative Services | 1.0 | 3 | 5 | 6 | cashier africa food general inc winnipeg mbenglish secondaryschool level administrative service |
| 71422 | personal support worker - home support | 2024-03-06 | North Minto Residence | Minto, NB | 18.00 HOUR | Permanent Full Time | Starts as soon as possible | 6.0 | English | Secondary/School Level | 1 to less than 7 months | Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Change non-sterile dressings, Collect specimens, Feed or assist in feeding, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Provide personal care, Prepare and serve nutritious meals | https://www.jobbank.gc.ca/jobsearch/jobposting/40436536?source=searchresults | 49.500000 | hours per week | HOUR | NB | 2880.0 | 53.000000 | personal support worker - home support Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Change non-sterile dressings, Collect specimens, Feed or assist in feeding, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Provide personal care, Prepare and serve nutritious meals | Healthcare/Technical Software Solutions | 3.0 | 3 | 11 | 6 | personal support worker home support north minto residence minto nbenglish secondaryschool level healthcaretechnical software solution |
| 71424 | food service supervisor | 2024-03-13 | MOOSE PIZZA INC. | Whitehorse, YT | 17.82 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Diploma Degree | 1 year to less than 2 years | Supervise and co-ordinate activities of staff who prepare and portion food, Estimate ingredient and supplies required for meal preparation, Ensure that food and service meet quality control standards, Prepare and submit reports, Prepare food order summaries for chef, Supervise and check assembly of trays, Establish work schedules, 1 to 2 people, 3-4 people, 5-10 people, Cook (general), Food service counter attendants and food preparers, Kitchen and food service helpers | https://www.jobbank.gc.ca/jobsearch/jobposting/40508496?source=searchresults | 35.000000 | hours per week | HOUR | YT | 2851.2 | 30.000000 | food service supervisor Supervise and co-ordinate activities of staff who prepare and portion food, Estimate ingredient and supplies required for meal preparation, Ensure that food and service meet quality control standards, Prepare and submit reports, Prepare food order summaries for chef, Supervise and check assembly of trays, Establish work schedules, 1 to 2 people, 3-4 people, 5-10 people, Cook (general), Food service counter attendants and food preparers, Kitchen and food service helpers | Culinary Services | 5.0 | 5 | 1 | 6 | food service supervisor moose pizza inc whitehorse ytenglish diploma degree culinary service |
| 71425 | server - food and beverage services | 2024-02-24 | Thai Ivory Cuisine | Bedford, NS | 15.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Secondary/School Level | 1 year to less than 2 years | Must be of legal age to mix and serve alcoholic beverages, Address customers' complaints or concerns, Prepare and serve specialty food at customers' tables, Present bills to customers and accept payment in cash, credit or debit cards, travellers cheques or room billings, Describe menu items including daily specials for customers, Enforce provincial/territorial liquor legislation and regulations, Advise on menu selections, Balance cash and record sales, Clear and clean tables, trays and chairs, Describe and advise on wine selection, Greet patrons, present menus, make recommendations and answer questions regarding food and beverages, Order and maintain inventory of wines and wine glassware, Perform sensory evaluation of wines, Serve food and beverages, Supervise other servers and bussing staff, Take orders and relay to kitchen and bar staff, Schedule staff, Train staff, Assist clients/guests with special needs, Provide customer service, 3-4 people | https://www.jobbank.gc.ca/jobsearch/jobposting/40360087?source=searchresults | 40.000000 | hours per week | HOUR | NS | 2400.0 | 57.000000 | server - food and beverage services Must be of legal age to mix and serve alcoholic beverages, Address customers' complaints or concerns, Prepare and serve specialty food at customers' tables, Present bills to customers and accept payment in cash, credit or debit cards, travellers cheques or room billings, Describe menu items including daily specials for customers, Enforce provincial/territorial liquor legislation and regulations, Advise on menu selections, Balance cash and record sales, Clear and clean tables, trays and chairs, Describe and advise on wine selection, Greet patrons, present menus, make recommendations and answer questions regarding food and beverages, Order and maintain inventory of wines and wine glassware, Perform sensory evaluation of wines, Serve food and beverages, Supervise other servers and bussing staff, Take orders and relay to kitchen and bar staff, Schedule staff, Train staff, Assist clients/guests with special needs, Provide customer service, 3-4 people | Healthcare/Technical Software Solutions | 5.0 | 3 | 11 | 6 | server food beverage service thai ivory cuisine bedford nsenglish secondaryschool level healthcaretechnical software solution |
| 71426 | diesel mechanic | 2024-03-19 | Sullivan Sales & Service Inc | Grand Manan, NB | 25.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Diploma Degree | 1 year to less than 2 years | Troubleshoot and inspect equipment to detect faults and malfunctions, Adjust equipment and repair or replace defective parts, Keep maintenance reports and documentation, Welding experience, Clean, lubricate and perform other maintenance work, Perform other routine maintenance | https://www.jobbank.gc.ca/jobsearch/jobposting/40559425?source=searchresults | 47.500000 | hours per week | HOUR | NB | 4000.0 | 14.000000 | diesel mechanic Troubleshoot and inspect equipment to detect faults and malfunctions, Adjust equipment and repair or replace defective parts, Keep maintenance reports and documentation, Welding experience, Clean, lubricate and perform other maintenance work, Perform other routine maintenance | Industrial Equipment Services | 5.0 | 5 | 6 | 6 | diesel mechanic sullivan sale service inc grand manan nbenglish diploma degree industrial equipment service |
| 71427 | Web designer | 2024-02-13 | KAYA TECHNOLOGIES LTD. | Regina, SK | 23.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Bachelor Degree | 1 year to less than 2 years | Consult with clients to develop and document Website requirements, Prepare mock-ups and storyboards, Develop Website architecture and determine hardware and software requirements, Source, select and organize information for inclusion and design the appearance, layout and flow of the Website, Create and optimize content for Website using a variety of graphics, database, animation and other software, Conduct tests and perform security and quality controls, Plan, design, write, modify, integrate and test Web-site related code, Estimate time to complete graphic designs and illustrations, Consult with clients to establish the overall look, graphic elements and content of communications materials, Develop the graphic elements that meet the clients' objectives, Prepare sketches, layouts and graphic elements, Use existing photo and illustration banks and typography guides, Co-ordinate sub-contracting, Develop and produce realistic or representational sketches and final illustrations | https://www.jobbank.gc.ca/jobsearch/jobposting/40273942?source=searchresults | 35.000000 | hours per week | HOUR | SK | 3680.0 | 55.000000 | Web designer Consult with clients to develop and document Website requirements, Prepare mock-ups and storyboards, Develop Website architecture and determine hardware and software requirements, Source, select and organize information for inclusion and design the appearance, layout and flow of the Website, Create and optimize content for Website using a variety of graphics, database, animation and other software, Conduct tests and perform security and quality controls, Plan, design, write, modify, integrate and test Web-site related code, Estimate time to complete graphic designs and illustrations, Consult with clients to establish the overall look, graphic elements and content of communications materials, Develop the graphic elements that meet the clients' objectives, Prepare sketches, layouts and graphic elements, Use existing photo and illustration banks and typography guides, Co-ordinate sub-contracting, Develop and produce realistic or representational sketches and final illustrations | Healthcare/Technical Software Solutions | 5.0 | 6 | 11 | 6 | web designer kaya technology ltd regina skenglish bachelor degree healthcaretechnical software solution |
| 71428 | personal support worker - home support | 2024-02-19 | Co-Care Health Group Inc | Steinbach, MB | 18.00 HOUR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Secondary/School Level | 1 year to less than 2 years | Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Assume full responsibility for household (in absence of householder), Change non-sterile dressings, Feed or assist in feeding, Launder clothing and household linens, Mend clothing and linens, Perform light housekeeping and cleaning duties, Provide companionship, Provide personal care, Shop for food and household supplies, Prepare and serve nutritious meals | https://www.jobbank.gc.ca/jobsearch/jobposting/40322706?source=searchresults | 40.000000 | hours per week | HOUR | MB | 2880.0 | 54.000000 | personal support worker - home support Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Assume full responsibility for household (in absence of householder), Change non-sterile dressings, Feed or assist in feeding, Launder clothing and household linens, Mend clothing and linens, Perform light housekeeping and cleaning duties, Provide companionship, Provide personal care, Shop for food and household supplies, Prepare and serve nutritious meals | Healthcare/Technical Software Solutions | 5.0 | 3 | 11 | 6 | personal support worker home support cocare health group inc steinbach mbenglish secondaryschool level healthcaretechnical software solution |
| 71429 | cook | 2024-02-28 | Kaapitaarvik Inc. | Iqaluit, NU | 24.00 HOUR | Permanent Full Time | Starts as soon as possible | 2.0 | English | Secondary/School Level | 3 years to less than 5 years | Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Manage kitchen operations | https://www.jobbank.gc.ca/jobsearch/jobposting/40384090?source=searchresults | 40.000000 | hours per week | HOUR | NU | 3840.0 | 60.000000 | cook Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Manage kitchen operations | Culinary Services | 7.0 | 3 | 1 | 6 | cook kaapitaarvik inc iqaluit nuenglish secondaryschool level culinary service |
Most frequently occurring
| Title | Date Posted | Employer | Location | Salary | Employment Type | Start Date | Vacancies | Languages | Education | Experience | Responsibilities | url | Work_hours | Work_hours_measure | Salary_measure | Province and Territories | Derived_Monthly_Salary | advertisment_validuty_duration | Title_and_Responsibilities_Text | Job_Field | Experience_encoded | Education_Encoded | Job_Field_Encoded | Employment_Type_Encoded | job_description_text | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Become a Correctional Officer I: Opportunities for Persons with Disabilities | 2024-03-27 | Correctional Service Canada | Drumheller, , AB | 66,974 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40634101?source=searchresults | 39.764524 | hours per week | YEAR | AB | 5581.166667 | 21.0 | Become a Correctional Officer I: Opportunities for Persons with Disabilities | Childcare and Administrative Services | 0.0 | 1 | 8 | 6 | become correctional officer opportunity person disability correctional service canada drumheller abenglish basic level literacy childcare administrative service | 2 | |
| 1 | Electrical Engineer | 2024-03-25 | National Defence - Assistant Deputy Minister (Infrastructure and Environment) | Edmonton, , AB | 104,135 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40614709?source=searchresults | 39.764524 | hours per week | YEAR | AB | 8677.916667 | 22.0 | Electrical Engineer | Healthcare/Technical Software Solutions | 0.0 | 1 | 11 | 6 | electrical engineer national defence assistant deputy minister infrastructure environment edmonton abenglish basic level literacy healthcaretechnical software solution | 2 | |
| 2 | Real Property Coordinator / Real Property Officer | 2024-03-22 | National Defence - Real Property Operations | Calgary, , AB | 72,171 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40589620?source=searchresults | 39.764524 | hours per week | YEAR | AB | 6014.250000 | 17.0 | Real Property Coordinator / Real Property Officer | Logistics and Transportation | 0.0 | 1 | 9 | 6 | real property coordinator real property officer national defence real property operation calgary abenglish basic level literacy logistics transportation | 2 | |
| 3 | Registry Officer (Inventory) | 2024-03-28 | Courts Administration Service | Calgary, , AB | 72,171 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40646845?source=searchresults | 39.764524 | hours per week | YEAR | AB | 6014.250000 | 185.0 | Registry Officer (Inventory) | Logistics and Transportation | 0.0 | 1 | 9 | 6 | registry officer inventory court administration service calgary abenglish basic level literacy logistics transportation | 2 | |
| 4 | Senior Engineer, EN-ENG-04 / Physical Science Planning Officer, PC-03 | 2024-03-18 | Environment and Climate Change Canada - Environmental Protection Branch | Calgary, , AB | 97,479 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40615440?source=searchresults | 39.764524 | hours per week | YEAR | AB | 8123.250000 | 15.0 | Senior Engineer, EN-ENG-04 / Physical Science Planning Officer, PC-03 | Healthcare/Technical Software Solutions | 0.0 | 1 | 11 | 6 | senior engineer eneng physical science planning officer pc environment climate change canada environmental protection branch calgary abenglish basic level literacy healthcaretechnical software solution | 2 | |
| 5 | Stream 1: Administrative Assistant/Officer, Stream 2: Executive Assistant. | 2024-03-27 | Environment and Climate Change Canada - Canada Water Agency | Edmonton, , AB | 60,424 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Basic level of literacy | No experience | https://www.jobbank.gc.ca/jobsearch/jobposting/40638553?source=searchresults | 39.764524 | hours per week | YEAR | AB | 5035.333333 | 7.0 | Stream 1: Administrative Assistant/Officer, Stream 2: Executive Assistant. | Industrial Equipment Services | 0.0 | 1 | 6 | 6 | stream administrative assistantofficer stream executive assistant environment climate change canada canada water agency edmonton abenglish basic level literacy industrial equipment service | 2 | |
| 6 | health policy research analyst | 2024-02-27 | Amaris Conseil Inc | 250 Yonge St.Toronto, , ONM5C 1T4 | 70,000 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Master Degree | 5 years or more | Perform administrative tasks, Compile and analyze statistical information provided by private and public health care institutions and organizations, Produce reports, Present the views of an association or organization to members, the media and the general public, Organize conferences and meetings, Prepare research papers, educational texts or articles, Provide consulting services to government and other organizations, Conduct literature reviews, Interpret trends and developments on health issues, Conduct evaluations and assessments of health projects and programs, Deliver presentations at conferences, workshops or symposia, Monitor and compile research results, Offer mentoring | https://www.jobbank.gc.ca/jobsearch/jobposting/40379009?source=searchresults | 40.000000 | hours per week | YEAR | ON | 5833.333333 | 57.0 | health policy research analyst Perform administrative tasks, Compile and analyze statistical information provided by private and public health care institutions and organizations, Produce reports, Present the views of an association or organization to members, the media and the general public, Organize conferences and meetings, Prepare research papers, educational texts or articles, Provide consulting services to government and other organizations, Conduct literature reviews, Interpret trends and developments on health issues, Conduct evaluations and assessments of health projects and programs, Deliver presentations at conferences, workshops or symposia, Monitor and compile research results, Offer mentoring | Healthcare/Technical Software Solutions | 8.0 | 7 | 11 | 6 | health policy research analyst amaris conseil inc yonge sttoronto onmc tenglish master degree healthcaretechnical software solution | 2 |
| 7 | software developer | 2024-03-04 | Laboratoires Acumatica Canada | Montréal, , QC | 107,000 YEAR | Permanent Full Time | Starts as soon as possible | 1.0 | English | Bachelor Degree | 5 years or more | Write, modify, integrate and test software code, Write, modify, integrate and test software code for e-commerce and other Internet applications | https://www.jobbank.gc.ca/jobsearch/jobposting/40418548?source=searchresults | 40.000000 | hours per week | YEAR | QC | 8916.666667 | 39.0 | software developer Write, modify, integrate and test software code, Write, modify, integrate and test software code for e-commerce and other Internet applications | Healthcare/Technical Software Solutions | 8.0 | 6 | 11 | 6 | software developer laboratoires acumatica canada montral qcenglish bachelor degree healthcaretechnical software solution | 2 |